{"id":"W4410948348","doi":"10.1080/10619127.2025.2483625","title":"Canadian Small Modular Reactor Advancements","year":2025,"lang":"en","type":"article","venue":"Nuclear Physics News","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Modular design; Nuclear engineering; Computer science; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005153444,0.001136446,0.0003031788,0.001854411,0.002795076,0.002089005,0.001857565,0.001764038,0.08014046],"category_scores_gemma":[0.004285139,0.0004813227,0.001107615,0.001751381,0.001149473,0.00133059,0.00217669,0.002128644,0.01539912],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01554566,"about_ca_system_score_gemma":0.04143918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4284743,"about_ca_topic_score_gemma":0.5870366,"domain_scores_codex":[0.9967021,0.0002196559,0.00007280395,0.0003414116,0.002109013,0.0005549255],"domain_scores_gemma":[0.9948522,0.0003191183,0.0001569789,0.0003776492,0.002795878,0.001498052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006557922,0.000192103,0.002541364,0.0008489694,0.0000339026,0.0007130961,0.0003014256,0.00201559,0.01381798,0.07229852,0.6014165,0.3051648],"study_design_scores_gemma":[0.00003018715,0.00008264644,0.00153331,0.00005602211,0.000009557427,0.0001585607,0.00004509422,0.000280976,0.002124847,0.0007171393,0.9949481,0.00001348039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03490071,0.01870655,0.02371458,0.05003642,0.01175759,0.001148173,0.007408143,0.003636662,0.8486913],"genre_scores_gemma":[0.1497704,0.02795333,0.03820763,0.01151332,0.001734453,0.0006188967,0.005687953,0.001075653,0.7634382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9844543,"threshold_uncertainty_score":0.8519607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255827189724339,"score_gpt":0.231825499350868,"score_spread":0.2192672274536246,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}